Title :
Distributed fault detection for uncertain nonlinear systems: A network delay compensation strategy
Author :
Boem, Francesca ; Ferrari, Riccardo M. G. ; Parisini, Thomas ; Polycarpou, Marios M.
Author_Institution :
Univ. of Trieste, Trieste, Italy
Abstract :
This paper proposes a delay compensation strategy for a distributed fault detection architecture, allowing to manage delays and packet losses in the communication network between the Local Fault Diagnosers. A novel consensus-based estimator with time-varying weights is introduced, permitting to improve detectability in the case of variables shared among more than one subsystem. In the consensus protocol, at each step each agent uses only the information given by the agent and the communication link which are more reliable at that time. The convergence of the proposed estimator is demonstrated and analytical conditions for detectability are derived.
Keywords :
compensation; convergence; delays; distributed control; fault diagnosis; nonlinear control systems; time-varying systems; uncertain systems; communication link; communication network; consensus-based estimator; detectability; distributed fault detection architecture; local fault diagnosis; network delay compensation strategy; packet losses; time-varying weights; uncertain nonlinear system; Communication networks; Delays; Fault detection; Packet loss; Uncertainty; Vectors;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580380